天津大学电气与自动化工程学院
纸质出版:2017
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[1]路志英,赵冬阳.基于雷达基数据的风暴单体跟踪与预报[J].传感器与微系统,2017,36(07):16-18+22.
LU Zhi-ying, ZHAO Dong-yang. Storm cell tracking and forecasting based on radar raw data[J]. 2017, 36(7): 16-18+22.
[1]路志英,赵冬阳.基于雷达基数据的风暴单体跟踪与预报[J].传感器与微系统,2017,36(07):16-18+22. DOI: 10.13873/j.1000-9787(2017)07-0016-03.
LU Zhi-ying, ZHAO Dong-yang. Storm cell tracking and forecasting based on radar raw data[J]. 2017, 36(7): 16-18+22. DOI: 10.13873/j.1000-9787(2017)07-0016-03.
多普勒雷达基数据对风暴单体的跟踪及预报具有十分重要的意义。针对雷达监测预报的原理和特点
建设性地提出了一种跟踪和预报方法。根据"体扫间隔
特征相似
近距离优先"三个匹配准则来匹配两时刻的风暴单体
再利用加权最小二乘法对风暴单体在下一时刻的位置进行预报。通过对天津市2005
2
011年间74个天气过程的实验和评估
结果表明:该方法的可预报单体数更多
单体平均预报误差更小
能够更好地实现风暴单体的跟踪及预报。
It is of great significance to track and forecast storm cell based on Doppler radar raw data. In view of the principle and characteristics of radar monitoring and prediction
a method of storm cell tracking and forecasting is constractively given. According to three matching criterions of"body scanning interval
similar characteristics
close first"
it can match the two moments before and after the storm cell. Weighted least squares method is used to forecast the position of the storm cell in the next moment. Through experiment and evaluation of 74 weather process of Tianjin in 2005
2011
evaluation results show that this method can forecast more storm cell
average forecasting error of storm cell is more smaller
and can achieve better tracking and forecasting of storm cell.
雷达拼图资料上中尺度对流系统的跟踪与预报 [J]. 杨吉,郑媛媛,夏文梅,徐芬,徐坤. 气象 . 2015(06)
基于雷达反射率图像特征的冰雹暴雨识别 [J]. 路志英,刘海,贾惠珍,尹静. 物理学报 . 2014(18)
基于加权总体最小二乘法的点云平面拟合 [J]. 苍桂华,岳建平. 激光技术 . 2014(03)
雷暴与强对流临近天气预报技术进展 [J]. 俞小鼎,周小刚,王秀明. 气象学报 . 2012(03)
风暴单体识别与跟踪(SCIT)算法评估 [J]. 王芬,李腹广,张辉. 气象 . 2010(12)
最小二乘法的创立及其思想方法 [J]. 贾小勇,徐传胜,白欣. 西北大学学报(自然科学版) . 2006(03)
基于最小二乘法的光纤光栅Bragg波长直线拟合 [J]. 姜德生,高翩,张翠,范典. 传感器与微系统 . 2006(06)
3D Convective Storm Identification, Tracking, and Forecasting-An Enhanced TITAN Algorithm [J] . Han, Lei,Fu, Shengxue,Zhao, Lifeng,Zheng, Yongguang,Wang, Hongqing,Lin, Yinjing. Journal of Atmospheric and Oceanic Technology . 2009 (4)
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